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Models/InternImage-S

InternImage-S

Reported on 11 benchmarks across 4 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Image ClassificationonImageNet
GFLOPs· 2022-11-10
8
best: 1478 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
GFLOPs· 2022-11-10
340
best: 1782 (InternImage-XL)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
Params (M)· 2022-11-10
69
best: 387 (InternImage-XL)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
box AP· 2022-11-10
49.7
best: 56.1 (InternImage-L)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Instance SegmentationonCOCO minival
mask AP· 2022-11-10
44.5
best: 56.6 (Co-DETR)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778

Medical3 results

Semantic SegmentationonADE20K
GFLOPs· 2022-11-10
1017
best: 4635 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Semantic SegmentationonADE20K
Params (M)· 2022-11-10
80
best: 3000 (FD-SwinV2-G)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
Semantic SegmentationonADE20K
Validation mIoU· 2022-11-10
50.9
best: 63.6 (ViT-P (InternImage-H))
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778

Audio3 results

10-shot image generationonADE20K
GFLOPs· 2022-11-10
1017
best: 4635 (InternImage-H)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
10-shot image generationonADE20K
Params (M)· 2022-11-10
80
best: 3000 (FD-SwinV2-G)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778
10-shot image generationonADE20K
Validation mIoU· 2022-11-10
50.9
best: 63.6 (ViT-P (InternImage-H))
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions arXiv:2211.05778